Syntrociety
Document Intelligence
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Generate & Agent
Two ways to get new text out of the corpus.
Generate — a one-shot draft

Write a prompt, pick a document type and a primary organisation. Tick extra orgs if this is a cross-org document. SDI drafts it using the house principles, the leading documents of the scoped orgs, and up to five reference documents you pick by id.

What goes into the prompt
  • The house principles (platform + active org) prepended to the system message.
  • The top-3 leading documents for each scope org (truncated to ~2 KB each).
  • Any reference documents you picked explicitly (truncated to ~3 KB each).
  • The optional public-policy footnote, if you ticked the box.
Preview and save

Generate shows a preview with token counts and the ids of leading docs it cited. If it looks right, hit Save as draft: SDI inserts a documents row, commits the markdown to SDI-data via PR, and tags the new doc as awaiting_approval. Discard simply throws the preview away — nothing is saved.

Agent — a grounded chat

The Agent is a conversation with read access to your corpus via tools. Each session is scoped to one organisation (narrow) or open to all your orgs (wide). Tools the agent uses:

Agent tools
  • search_documents — full-text search, supports filters (type, lang, only_authoritative).
  • semantic_search — dense-vector search (needs embeddings; see Insights & Mining).
  • get_document — fetches the full markdown of a doc by id.
  • list_events — assemblies, deadlines, external obligations in a date range.
  • aggregate_entities — top people / organisations / laws / places in the corpus.
Sessions and audit

Every session keeps its user prompts, assistant replies, and — for audit — the tool calls and their results. Platform admins can read any session. Delete a session to remove its messages entirely.

When to use which
  • Use Generate when you know the shape you want (a position paper, an opinion, an analysis).
  • Use Agent when you're exploring: "what did we decide about X?", "who is mentioned across these minutes?".